v0.3.0

Highlight

• Support TorchServe (#160)
• Support Rotated ATSS (CVPR'20) (#179)

New Features

• Update performance of ReDet on HRSC2016. (#203)

• Upgrage visualization to custom colors of different classes. This requires mmdet>=2.22.0. (#187, #267, #270)

• Update Stable KLD, which solve the Nan issue of KLD training. (#183)

• Support setting dataloader arguments in config and add functions to handle config compatibility. (#215)
  The comparison between the old and new usages is as below.

  Before v0.2.0

  Since v0.3.0

  data = dict( samples_per_gpu=2, workers_per_gpu=2, train=dict(type='xxx', ...), val=dict(type='xxx', samples_per_gpu=4, ...), test=dict(type='xxx', ...), )

  # A recommended config that is clear data = dict( train=dict(type='xxx', ...), val=dict(type='xxx', ...), test=dict(type='xxx', ...), # Use different batch size during inference. train_dataloader=dict(samples_per_gpu=2, workers_per_gpu=2), val_dataloader=dict(samples_per_gpu=4, workers_per_gpu=4), test_dataloader=dict(samples_per_gpu=4, workers_per_gpu=4), ) # Old style still works but allows to set more arguments about data loaders data = dict( samples_per_gpu=2, # only works for train_dataloader workers_per_gpu=2, # only works for train_dataloader train=dict(type='xxx', ...), val=dict(type='xxx', ...), test=dict(type='xxx', ...), # Use different batch size during inference. val_dataloader=dict(samples_per_gpu=4, workers_per_gpu=4), test_dataloader=dict(samples_per_gpu=4, workers_per_gpu=4), )

• Add get_flops tool (#176)

Bug Fixes

• Fix bug about rotated anchor inside flags. (#197)
• Fix Nan issue of GWD. (#206)
• Fix bug in eval_rbbox_map when labels_ignore is None. (#209)
• Fix bug of 'RoIAlignRotated' object has no attribute 'output_size' (#213)
• Fix bug in unit test for datasets. (#222)
• Fix bug in rotated_reppoints_head. (#246)
• Fix GPG key error in CI and docker. (#269)

Improvements

• Update citation of mmrotate in README.md (#263)
• Update the introduction of SASM (AAAI'22) (#184)
• Fix doc typo in Config File and Model Zoo. (#199)
• Unified RBox definition in doc. (#234)

Contributors

A total of 8 developers contributed to this release.
Thanks @nijkah @GamblerZSY @liuyanyi @yangxue0827 @grimoire @jbwang1997 @zytx121 @ZwwWayne

New Contributors

• @nijkah made their first contribution in #209
• @GamblerZSY made their first contribution in #197
• @grimoire made their first contribution in #264

Full Changelog: v0.2.0...v0.3.0